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Table 2 \(\mid\)VC\(\mid\) by the survey propagation plus assignment for the remaining tree except FVS versus \(\mid\)VC\(\mid\) by the belief propagation and 2-approximation under different inverse temperature parameter y for the social network lastFM with N = 7624

From: Identify multiple seeds for influence maximization by statistical physics approach and multi-hop coverage

Inverse temperature parameter y

0

0.5

1

2

3

5

7

\(\mid\)VC\(\mid\) by the survey propagation

3520

3510

3517

3510

3508

3511

3507

\(\mid\)VC\(\mid\)/N

0.462

0.460

0.461

0.460

0.460

0.461

0.460

\(\mid\)VC\(\mid\) by the belief propagation

3520

3514

3516

3519

3515

3523

3524

\(\mid\)VC\(\mid\)/N

0.462

0.461

0.461

0.461

0.461

0.462

0.462

\(\mid\)VC\(\mid\) by the 2-approximation

   

5498

   

\(\mid\)VC\(\mid\)/N

   

0.721

   
  1. The bold numbers are the best results with the minimum VC